{"id":"W2988868939","doi":"10.1182/blood-2019-128769","title":"First Review of Multiple Myeloma Patients in Sheikh Khalifa Medical City, Abu Dhabi, United Arab Emirates","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abu dhabi; Medicine; Incidence (geometry); Multiple myeloma; Demography; Internal medicine; Pathology; Metropolitan area","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003620997,0.0002861393,0.0004843908,0.005166339,0.0007724668,0.0007191875,0.0005254932,0.0004311512,0.004634247],"category_scores_gemma":[0.001400805,0.0002667125,0.0003501751,0.005369043,0.0002679446,0.0006456191,0.0004591153,0.0004106399,0.0007982681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230576,"about_ca_system_score_gemma":0.002939282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141674,"about_ca_topic_score_gemma":0.03331305,"domain_scores_codex":[0.999551,0.00005389622,0.0001803452,0.00004160633,0.0001218173,0.00005132646],"domain_scores_gemma":[0.9983819,0.0002047146,0.0005445142,0.00002640478,0.0007257866,0.0001167541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004509812,0.0001669566,0.4249281,0.03765115,0.000581673,0.01636152,0.00299588,0.0001950678,0.005669417,0.0006960774,0.1608465,0.3494568],"study_design_scores_gemma":[0.00005087748,0.0001712172,0.6510534,0.01410539,0.0005063548,0.03945014,0.004706058,0.00008721399,0.001103551,0.0001402542,0.2885634,0.00006214811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.148756,0.8157906,0.0003774406,0.007798731,0.001059158,0.0002870294,0.009497856,0.0001199376,0.01631334],"genre_scores_gemma":[0.30418,0.6750115,0.001691415,0.004446874,0.001016004,0.0002270388,0.007463085,0.00003437185,0.005929697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0141674,"threshold_uncertainty_score":0.02816987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189552262397528,"score_gpt":0.2940192232792801,"score_spread":0.2721237006553048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}